1.Analysis of the correlation between pre-liver transplantation sPD-1 levels and prognosis in hepatocellular carcinoma after ICI treatment
Yi GAO ; Di WU ; Lizhen ZHU ; Guangdong WU ; Qian LU
Organ Transplantation 2025;16(6):881-889
Objective To investigate the relationship between pre-liver transplantation plasma soluble programmed cell death protein 1 (sPD-1) levels and prognosis in hepatocellular carcinoma (HCC) patients treated with immune checkpoint inhibitors (ICI). Methods A total of 38 HCC liver transplant recipients who received ICI treatment at Beijing Tsinghua Changgung Hospital from January 2021 to February 2024 were included in the study. The use of ICI drugs was reviewed, and the clinical and pathological characteristics of patients with and without postoperative HCC recurrence were compared. Kaplan-Meier analysis was used to evaluate postoperative survival. Pre-transplant plasma samples were collected from patients treated with ICI, and the sPD-1 levels were measured using enzyme-linked immunosorbent assay. Receiver operating characteristic curves were plotted to explore the relationship between sPD-1 expression and clinical pathological features and to analyze the prognosis. The effects of different preoperative ICI discontinuation times on sPD-1 expression were also compared. Results Among the patients, 28 (74%) received anti-programmed cell death protein 1 (PD-1) monoclonal antibodies, 9 (24%) received anti-programmed cell death protein ligand 1 (PD-L1) monoclonal antibodies, and 1 (3%) received bispecific antibodies. Patients were grouped based on whether they had HCC recurrence within 1 year after surgery. Significant differences were found between the two groups in preoperative alpha-fetoprotein levels, tumor number, maximum tumor diameter, capsular invasion, differentiation grade, Ki67 index, conform to Milan criteria, conform to University of California at San Francisco (UCSF) criteria and tumor, node, metastasis (TNM) staging (all P<0.05). The median pre-transplant plasma sPD-1 level was 902 (318, 4 406) pg/mL, and the sPD-1 level was higher in the recurrence group than in the non-recurrence group (P<0.05). Using 2 073 pg/mL as the cut-off value, patients were divided into high and low sPD-1 level groups. Significant differences were found between the two groups in tumor number, postoperative hospital stay and total hospital stay (all P<0.05). Kaplan-Meier analysis showed that the disease-free survival rate was lower in the high sPD-1 level group than in the low sPD-1 level group (P=0.004), while the overall survival rate did not differ significantly between the two groups (P=0.381). In addition, patients who discontinued ICI treatment ≤ 5 half-lives before surgery had higher sPD-1 levels than those who discontinued ICI treatment for >5 half-lives before surgery. Conclusions Pre-transplant plasma sPD-1 levels are closely related to prognosis and may reflect the dynamic changes in the immune microenvironment. For patients with high pre-transplant plasma sPD-1 levels, the indications for liver transplantation should be carefully evaluated, and postoperative management and follow-up should be strengthened. Early intervention should be provided to improve patients' quality of life and prolong their survival.
2.Study on Graded Quantitative Diagnosis of Lung Qi Deficiency Syndrome in Chronic Obstructive Pulmonary Disease Based on Latent Class Analysis Combined with Hidden Structure Model
Weike LI ; Mingyang YI ; Yuanyuan NI ; Lizhen YAN ; Jianxin GUAN ; Shihao WANG ; Huijie WANG ; Zhiwan WANG
Journal of Traditional Chinese Medicine 2025;66(7):710-716
ObjectiveTo clarify the graded quantitative diagnostic characteristics of lung qi deficiency syndrome in chronic obstructive pulmonary disease (COPD) based on latent class analysis combined with a hidden structure model. MethodsClinical data, including the four diagnostic methods of traditional Chinese medicine (TCM), were collected from 745 COPD patients with lung qi deficiency syndrome. Latent class modeling was performed using R 4.1.2 software, and each patient was classified into one of three severity categories (mild, moderate, or severe) based on probabilistic parameterization, parameter estimation, and model fitting. A database was established for different severity levels of lung qi deficiency syndrome. Based on this, Lantern 5.0 software was used to construct hidden structure models for mild, moderate, and severe lung qi deficiency syndrome, and syndrome differentiation rules were developed through comprehensive clustering. ResultsA latent class model was constructed using 28 symptoms and signs with a frequency greater than 10%. Considering TCM theory and model simplicity, the optimal model was determined when the number of latent classes was three, categorizing lung qi deficiency syndrome into mild (298 cases), moderate (164 cases), and severe (283 cases). Hidden structure models were separately developed for each severity level, and syndrome differentiation rules were established. A comparison of common symptoms in the syndrome differentiation rules for mild and moderate lung qi deficiency syndrome showed no statistically significant differences in diagnostic values and weights (P>0.05), leading to their combined analysis and the development of a unified syndrome differentiation rule. Value and weight of quantitative diagnosis of mild-to-moderate lung qi deficiency syndrome were as followed: shortness of breath (diagnostic value 9.3, diagnostic weight 86.92%), dyspnea on exertion (8.2, 76.64%), low voice and reluctance to speak (6.7, 62.62%), poor appetite (4.0, 37.38%), loose stools (4.0, 37.38%), weak cough sound (2.9, 27.10%), wheezing (2.3, 21.50%), fatigue (1.8, 16.82%), spontaneous sweating (1.7, 15.89%), susceptibility to colds (1.6, 14.95%), swollen tongue (1.4, 13.08%), teeth marks on the tongue edge (1.2, 11.21%), deep pulse (1.6, 14.95%), with a diagnostic threshold of 10.3. Value and weight of quantitative diagnosis of severe lung qi deficiency syndrome were as followed: weak cough sound (15.1, 61.13%), soreness and weakness of the waist and knees (12.6, 51.01%), shortness of breath (11.1, 44.94%), low voice and reluctance to speak (8.3, 33.60%), frequent nocturia (6.1, 24.70%), spontaneous sweating (3.7, 14.98%), susceptibility to colds (3.5, 14.17%), teeth marks on the tongue edge (7.8, 31.58%), pale tongue body (1.9, 7.69%), white tongue coating (5.5, 22.27%), thin pulse (1.5, 6.07%), with a diagnostic threshold of 23.7. ConclusionThe combination of latent class analysis and a hideen structure model effectively clarified the graded quantitative diagnostic characteristics of lung qi deficiency syndrome, providing a reference for the quantitative diagnosis of other fundamental syndromes in TCM.
3.Analysis of the effectiveness of technology transfer of research-oriented hospital:a case study of an af-filiated hospital of a university in Guangdong province
Yi WEI ; Shiying CHEN ; Lizhen LI ; Cuiwei CHEN ; Guiping LIN ; Xiuying CUI
Modern Hospital 2025;25(1):143-147
Objective This study aims to explore effective approaches for the transfer of medical scientific and techno-logical achievements to promote the development of research-oriented hospitals.Methods The technology transfer achievements of an affiliated hospital of a university in Guangdong Province over the past six years(2018-2023)were statistically analyzed.The challenges faced during the transfer process,the measures taken,and the current achievements were discussed.Results The number of patent authorizations and authorized departments in the hospital has increased year by year.The transfer rate has risen from 0%in 2019 to 6.69%in 2023.Currently,46 projects have been successfully transferred,with a total transfer amount exceeding 30 million yuan,indicating significant effectiveness in the transfer of medical scientific and technological achievements.Conclusion The hospital attaches great importance to and overall manages the transfer process,establishing a sound manage-ment structure,improving incentive and support systems,and regularly conducting special lectures,training,and guidance.These efforts guide researchers to start from clinical problems and ultimately serve clinical diagnosis and treatment,creating a fa-vorable environment for technology transfer,improving the transfer rate,and promoting the development of research-oriented hos-pitals.
4.Research on the Factors Influencing the Evolution of COPD Qi Deficiency Syndrome Based on Nonlinear Mixed Effects Model
Weike LI ; Mingyang YI ; Yuanyuan NI ; Lizhen YAN ; Jianxin GUAN ; Shihao WANG ; Huijie WANG ; Jiansheng LI ; Zhiwan WANG
World Science and Technology-Modernization of Traditional Chinese Medicine 2025;27(8):2205-2214
Objective To provide methodological examples for related research,the influencing factors of the evolution of Qi deficiency syndrome in chronic obstructive pulmonary disease(COPD)based on a nonlinear mixed effects model was explored.Methods A research questionnaire on the influencing factors of the evolution of Qi deficiency syndrome in chronic obstructive pulmonary disease was developed,and clinical data of 650 COPD patients on the 1st and 14th day of acute exacerbation,the 1st and 28th day of risk window,the first day of stable period,and the 90th day were dynamically collected from 10 tertiary hospitals across the country.8 baseline data including gender and age were collected through the PROC NLMIXED process by SAS 9.4 software.Coronary heart disease,diabetes and hypertension accounted for the highest proportion.Nine concurrent syndromes including wind cold syndrome and phlegm heat syndrome were used as fixed effects,and individual level was used as random effects to gradually fit the model and screen the influencing factors of Qi deficiency syndrome in the entire process of disease occurrence and development.Results A total of 637 eligible cases were included,and clinical datas were dynamically collected on the 1st and 14th day of acute exacerbation,the 1st and 28th day of the risk window,the 1st and 90th day of the stable period.It was found that the number of acute exacerbations,alcohol consumption,concomitant hypertension,coronary heart disease,blood stasis syndrome,yin deficiency syndrome,yang deficiency syndrome,6-minute walking distance,and the modified Medical Research Council Dyspnea Questionnaire(mMRC)had an impact on the evolution of Qi deficiency syndrome in the previous year(P<0.05).Conclusion The use of a nonlinear mixed effects model revealed the relevant factors affecting the evolution of Qi deficiency syndrome from complex multi temporal dynamic data,providing methodological references for other related studies.
5.Research on the Factors Influencing the Evolution of COPD Qi Deficiency Syndrome Based on Nonlinear Mixed Effects Model
Weike LI ; Mingyang YI ; Yuanyuan NI ; Lizhen YAN ; Jianxin GUAN ; Shihao WANG ; Huijie WANG ; Jiansheng LI ; Zhiwan WANG
World Science and Technology-Modernization of Traditional Chinese Medicine 2025;27(8):2205-2214
Objective To provide methodological examples for related research,the influencing factors of the evolution of Qi deficiency syndrome in chronic obstructive pulmonary disease(COPD)based on a nonlinear mixed effects model was explored.Methods A research questionnaire on the influencing factors of the evolution of Qi deficiency syndrome in chronic obstructive pulmonary disease was developed,and clinical data of 650 COPD patients on the 1st and 14th day of acute exacerbation,the 1st and 28th day of risk window,the first day of stable period,and the 90th day were dynamically collected from 10 tertiary hospitals across the country.8 baseline data including gender and age were collected through the PROC NLMIXED process by SAS 9.4 software.Coronary heart disease,diabetes and hypertension accounted for the highest proportion.Nine concurrent syndromes including wind cold syndrome and phlegm heat syndrome were used as fixed effects,and individual level was used as random effects to gradually fit the model and screen the influencing factors of Qi deficiency syndrome in the entire process of disease occurrence and development.Results A total of 637 eligible cases were included,and clinical datas were dynamically collected on the 1st and 14th day of acute exacerbation,the 1st and 28th day of the risk window,the 1st and 90th day of the stable period.It was found that the number of acute exacerbations,alcohol consumption,concomitant hypertension,coronary heart disease,blood stasis syndrome,yin deficiency syndrome,yang deficiency syndrome,6-minute walking distance,and the modified Medical Research Council Dyspnea Questionnaire(mMRC)had an impact on the evolution of Qi deficiency syndrome in the previous year(P<0.05).Conclusion The use of a nonlinear mixed effects model revealed the relevant factors affecting the evolution of Qi deficiency syndrome from complex multi temporal dynamic data,providing methodological references for other related studies.
6.Analysis of the effectiveness of technology transfer of research-oriented hospital:a case study of an af-filiated hospital of a university in Guangdong province
Yi WEI ; Shiying CHEN ; Lizhen LI ; Cuiwei CHEN ; Guiping LIN ; Xiuying CUI
Modern Hospital 2025;25(1):143-147
Objective This study aims to explore effective approaches for the transfer of medical scientific and techno-logical achievements to promote the development of research-oriented hospitals.Methods The technology transfer achievements of an affiliated hospital of a university in Guangdong Province over the past six years(2018-2023)were statistically analyzed.The challenges faced during the transfer process,the measures taken,and the current achievements were discussed.Results The number of patent authorizations and authorized departments in the hospital has increased year by year.The transfer rate has risen from 0%in 2019 to 6.69%in 2023.Currently,46 projects have been successfully transferred,with a total transfer amount exceeding 30 million yuan,indicating significant effectiveness in the transfer of medical scientific and technological achievements.Conclusion The hospital attaches great importance to and overall manages the transfer process,establishing a sound manage-ment structure,improving incentive and support systems,and regularly conducting special lectures,training,and guidance.These efforts guide researchers to start from clinical problems and ultimately serve clinical diagnosis and treatment,creating a fa-vorable environment for technology transfer,improving the transfer rate,and promoting the development of research-oriented hos-pitals.
7.Effects of Electroacupuncture on Post Stroke Spasticity Rats Based on IL-6/JAK2/STAT3 Signaling Pathway
Lizhen YI ; Linxing HUANG ; Ruixue CHEN ; Huiyuan HUANG ; Sheng ZHAN ; Zenghui YUE
Chinese Journal of Information on Traditional Chinese Medicine 2024;31(4):112-117
Objective To observe the effects of electroacupuncture on central inflammatory response and neurotransmitter release in rats with post stroke spasticity(PSS);To exploring the mechanism in treating PSS based on IL-6/JAK2/STAT3 signaling pathway.Methods Totally 30 male SD rats were randomly divided into sham-operation group,model group and electroacupuncture group,with 10 rats in each group.The PSS model was prepared by the method of suture and N-methyl-D-aspartic acid receptor injection into internal capsule.The rats in the electroacupuncture group were electroacupulated on the affected side of the body at"Quchi"and"Yanglingquan"for 30 min/d for consecutive 7 d.The sham-operation group and the model group were only fixed without any interventions.The Zea Longa neurological function score and the modified Ashworth muscle tension score were evaluated before and after treatment in each group;the pathological changes of the cortex on the ischemic side were observed by HE staining;the contents of interleukin-6(IL-6),tumor necrosis factor-α(TNF-α),and γ-aminobutyric acid(GABA)in cortex on the ischemic side were detected by ELISA;the content of glutamate(Glu)was detected by biochemical kit;Western blot was used to detect the expressions of tyrosine kinase 2(JAK2),p-JAK2,signal transduction and transcription activating factor 3(STAT3)and p-STAT3 protein in ischemic cortex;RT-PCR was used to detect the mRNA expressions of JAK2 and STAT3 in ischemic cortex.Results Compared with the sham-operation group,neurological function score and muscle tension score significantly increased in the model group(P<0.01),with disorganized neurons in cerebral cortex,nucleus accumbens,the contents of IL-6,TNF-α and Glu significantly increased,the content of GABA significantly decreased(P<0.01),and p-JAK2,p-STAT3 proteins and JAK2 and STAT3 mRNA expression significantly increased(P<0.01,P<0.05).Compared with the model group,the neurological function score and muscle tension score of rats in the electroacupuncture group were significantly decreased(P<0.05),the degree of neuronal damage in cerebral cortex was reduced,the cell contour was clear,the content of IL-6,TNF-α and Glu were significantly decreased,and the content of GABA significantly increased(P<0.05,P<0.01),p-JAK2,p-STAT3 protein and JAK2,STAT3 mRNA expression significantly decreased(P<0.01).Conclusion Electroacupuncture may alleviate central inflammatory response and improve limb spasticity of PSS model rats by inhibiting the IL-6/JAK2/STAT3 signaling pathway.
8.Effects of Electroacupuncture Regulating the Polarization of Microglia on Post-Stroke Spasticity in Rats
Linxing HUANG ; Lizhen YI ; Huiyuan HUANG ; Ruixue CHEN ; Sheng ZHAN ; Zenghui YUE
Chinese Journal of Information on Traditional Chinese Medicine 2024;31(4):132-138
Objective To observe the effects of electroacupuncture on post-stroke spasticity(PSS)rats and the relationship between microglia polarization-mediated neuroinflammation and neurotransmitter glutamate(Glu)and γ-aminobutyric acid(GABA)in cerebral cortex;To investigate the possible mechanism of electroacupuncture to relieve PSS.Methods Male SD rats were randomly divided into sham-operation group,model group and electroacupuncture group,with 10 rats in each group.A rat model of PSS was prepared using suture method combined with internal capsule injection of NMDA receptor.The electroacupuncture group selected"Quchi"and"Yanglingquan"electroacupuncture for 30 minutes per day,for 7 days,the model group and the sham-operation group were fixed at the same time without intervention.Zea Longa neurological function score and modified Ashworth muscular tone score were evaluated,and electrophysiology was tested;kits were used to GABA,Glu,tumor necrosis factor-α(TNF-α)and interleukin-10(IL-10)content in ischemic cortex;Western blot was used to detect the expression of GABRA1 and GAD67 protein in ischemic cortex;The co-expression of ionized calcium-binding protein 1(Iba-1),inducible nitric oxide synthase(iNOS)and Arg-1 were detected by immunofluorescence staining.Results Compared with the sham-operation group,the neurological function score and muscle tone score of the model group rats significantly increased(P<0.01),and muscle tone significantly increased(P<0.01);the contents of GABA and IL-10 in ischemic cortex significantly decreased(P<0.01),and the contents of TNF-α and Glu significantly increased(P<0.01),Glu/GABA ratio increased(P<0.01),GABRA1 and GAD67 protein expression significantly decreased(P<0.01),the co-expression of Iba-1 and iNOS significantly increased(P<0.01),while the co-expression of Iba-1 and Arg-1 was significantly decreased(P<0.01).Compared with the model group,the nerve function score and muscle tone score of the electroacupuncture group rats were significantly reduced(P<0.05),and muscle tone was significantly reduced(P<0.01);the contents of GABA and IL-10 in ischemic cortex significantly increased(P<0.01),and the contents of TNF-α and Glu significantly decreased(P<0.01),Glu/GABA ratio decreased(P<0.01),the protein expressions of GABRA1 and GAD67 significantly increased(P<0.01),the co-expression of Iba-1 and iNOS significantly decreased(P<0.01),while the co-expression of Iba-1 and Arg-1 significantly increased(P<0.05).Conclusion Electroacupuncture can effectively alleviate PSS,and its mechanism of action may be related to electroacupuncture regulating microglia polarization and reduing neuroinflammation.
9.Clinical analysis of metagenome next-generation sequencing for diagnosing invasive fungal disease in patients with early stage of hematopoietic stem cell transplantation
Yuhan JI ; Mingyue PAN ; Xiaoyu LAI ; Lizhen LIU ; Jimin SHI ; Yanmin ZHAO ; Jian YU ; Luxin YANG ; Yi LUO
Journal of Army Medical University 2024;46(4):311-318
Objective To analyze the clinical outcomes of early invasive fungal disease(IFD)in patients after allogenetic hematopoietic stem cell transplantation(allo-HCST)with metagenomic next-generation sequencing(mNGS).Methods A retrospective analysis was conducted on patients undergoing allo-HCST in our Bone Marrow Transplantation Center between July 2021 and October 2022.These patients experienced one of the following conditions within 100 d after transplantation:① Patients with persistent fever and negative blood culture after empiric antimicrobial therapy for 72 h or longer;② Hyperpyrexia of unknown origin occurred again after effective anti-infection in the past;③ Symptoms in lower respiratory tract associated with lung lesions on CT scan,and empiric anti-infective therapy was ineffective.Peripheral blood or bronchoscopic alveolar lavage fluid were tested with mNGS,and overall survival(OS)and non-relapse mortality(NRM)were analyzed.Results There were 60 patients enrolled in this study.For the peripheral blood samples of 47 cases and bronchoalveolar lavage fluid samples of 13 cases,mNGS found that 19 cases were negative to pathogens,30 cases were non-fungal positive,and 11 case were fungal positive,including 3 cases of aspergillus,5 cases of mucor,2 cases of Candida tropicalis,and 1 case of Trichosporon asahii.Of the 11 patients with fungal positive,8 achieved complete remission after antifungal therapy according to the mNGS results.The 1-year OS and NRM of the 60 patients were 70.0%(95%CI:64.1%~75.9%)and 20.0%(95%CI:11.9%~32.5%),respectively,while those of the fungal infection patients were 54.5%(95%CI:49.5%~69.5%)and 36.4%(95% CI:15.5%~70.3%),respectively.No significant differences were seen in 1-year OS(P=0.487)and 1-year NRM(P=0.358)among the negative,fungal infection and non-fungal infection patients,neither OS(P=0.238)and NRM(P=0.154)between the fungal infection and the non-fungal infection patients.Conclusion mNGS can rapidly diagnose the early IFD after allo-HSCT,which is helpful for timely and effective treatment and improves the prognosis of patients.
10.Efficacy and prognostic factors of allogeneic hematopoietic stem cell transplantation in the treatment of secondary acute myeloid leukemia
Xiaolin YUAN ; Yibo WU ; Xiaolu SONG ; Yi CHEN ; Ying LU ; Xiaoyu LAI ; Jimin SHI ; Lizhen LIU ; Yanmin ZHAO ; Jian YU ; Luxin YANG ; Jianping LAN ; Zhen CAI ; He HUANG ; Yi LUO
Chinese Journal of Hematology 2024;45(1):41-47
Objective:To evaluate the efficacy and prognostic factors of allogeneic hematopoietic stem cell transplantation (allo-HSCT) in patients with secondary acute myeloid leukemia (sAML) .Methods:In this multicenter, retrospective clinical study, adult patients aged ≥18 years who underwent allo-HSCT for sAML at four centers of the Zhejiang Hematopoietic Stem Cell Transplantation Collaborative Group from January 2014 to November 2022 were included, and the efficacy and prognostic factors of allo-HSCT were analyzed.Results:A total of 95 patients were enrolled; 66 (69.5%) had myelodysplastic syndrome-acute myeloid leukemia (MDS-AML) , 4 (4.2%) had MDS/MPN-AML, and 25 (26.3%) had therapy-related AML (tAML) . The 3-year CIR, LFS, and overall survival (OS) rates were 18.6% (95% CI 10.2%-27.0%) , 70.6% (95% CI 60.8%-80.4%) , and 73.3% (95% CI 63.9%-82.7%) , respectively. The 3-year CIRs of the M-AML group (including MDS-AML and MDS/MPN-AML) and the tAML group were 20.0% and 16.4%, respectively ( P=0.430) . The 3-year LFSs were 68.3% and 75.4%, respectively ( P=0.176) . The 3-year OS rates were 69.7% and 75.4%, respectively ( P=0.233) . The 3-year CIRs of the groups with and without TP53 mutations were 60.0% and 13.7%, respectively ( P=0.003) ; the 3-year LFSs were 20.0% and 76.5%, respectively ( P=0.002) ; and the 3-year OS rates were 40.0% and 77.6%, respectively ( P=0.002) . According to European LeukmiaNet 2022 (ELN2022) risk stratification, the 3-year CIRs of patients in the low-, intermediate-, and high-risk groups were 8.3%, 17.8%, and 22.6%, respectively ( P=0.639) . The three-year LFSs were 91.7%, 69.5%, and 65.6%, respectively ( P=0.268) . The 3-year OS rates were 91.7%, 71.4%, and 70.1%, respectively ( P=0.314) . Multivariate analysis revealed that advanced disease at allo-HSCT and TP53 mutations were independent risk factors for CIR, LFS, and OS. Conclusion:There was no significant difference in the prognosis of patients who underwent allo-HSCT among the MDS-AML, MDS/MPN-AML, and tAML groups. Advanced disease at transplantation and TP53 mutations were poor prognostic factors. ELN2022 risk stratification had limited value for predicting the prognosis of patients with sAML following allo-HSCT.

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